Dataset statistics
| Number of variables | 23 |
|---|---|
| Number of observations | 3677 |
| Missing cells | 6708 |
| Missing cells (%) | 7.9% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 2.2 MiB |
| Average record size in memory | 631.7 B |
Variable types
| Categorical | 10 |
|---|---|
| Text | 3 |
| Numeric | 10 |
area is highly overall correlated with bathroom and 5 other fields | High correlation |
balcony is highly overall correlated with bathroom and 1 other fields | High correlation |
bathroom is highly overall correlated with area and 6 other fields | High correlation |
bedRoom is highly overall correlated with area and 5 other fields | High correlation |
built_up_area is highly overall correlated with area and 4 other fields | High correlation |
carpet_area is highly overall correlated with area and 5 other fields | High correlation |
facing is highly overall correlated with built_up_area | High correlation |
price is highly overall correlated with area and 7 other fields | High correlation |
price_per_sqft is highly overall correlated with price | High correlation |
property_type is highly overall correlated with bedRoom and 1 other fields | High correlation |
servant room is highly overall correlated with bathroom and 1 other fields | High correlation |
super_built_up_area is highly overall correlated with area and 7 other fields | High correlation |
store room is highly imbalanced (55.7%) | Imbalance |
facing has 1045 (28.4%) missing values | Missing |
super_built_up_area has 1802 (49.0%) missing values | Missing |
built_up_area has 1985 (54.0%) missing values | Missing |
carpet_area has 1808 (49.2%) missing values | Missing |
area is highly skewed (γ1 = 29.73502972) | Skewed |
built_up_area is highly skewed (γ1 = 40.73050927) | Skewed |
carpet_area is highly skewed (γ1 = 24.31384193) | Skewed |
floorNum has 129 (3.5%) zeros | Zeros |
luxury_score has 465 (12.6%) zeros | Zeros |
Reproduction
| Analysis started | 2024-01-30 08:48:54.694944 |
|---|---|
| Analysis finished | 2024-01-30 08:49:07.571154 |
| Duration | 12.88 seconds |
| Software version | ydata-profiling vv4.6.4 |
| Download configuration | config.json |
property_type
Categorical
HIGH CORRELATION 
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 248.6 KiB |
| flat | |
|---|---|
| house |
Length
| Max length | 5 |
|---|---|
| Median length | 4 |
| Mean length | 4.2341583 |
| Min length | 4 |
Characters and Unicode
| Total characters | 15569 |
|---|---|
| Distinct characters | 9 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | flat |
|---|---|
| 2nd row | flat |
| 3rd row | flat |
| 4th row | flat |
| 5th row | flat |
Common Values
| Value | Count | Frequency (%) |
| flat | 2816 | |
| house | 861 | 23.4% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| flat | 2816 | |
| house | 861 | 23.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| f | 2816 | |
| l | 2816 | |
| a | 2816 | |
| t | 2816 | |
| h | 861 | 5.5% |
| o | 861 | 5.5% |
| u | 861 | 5.5% |
| s | 861 | 5.5% |
| e | 861 | 5.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 15569 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| f | 2816 | |
| l | 2816 | |
| a | 2816 | |
| t | 2816 | |
| h | 861 | 5.5% |
| o | 861 | 5.5% |
| u | 861 | 5.5% |
| s | 861 | 5.5% |
| e | 861 | 5.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 15569 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| f | 2816 | |
| l | 2816 | |
| a | 2816 | |
| t | 2816 | |
| h | 861 | 5.5% |
| o | 861 | 5.5% |
| u | 861 | 5.5% |
| s | 861 | 5.5% |
| e | 861 | 5.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 15569 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| f | 2816 | |
| l | 2816 | |
| a | 2816 | |
| t | 2816 | |
| h | 861 | 5.5% |
| o | 861 | 5.5% |
| u | 861 | 5.5% |
| s | 861 | 5.5% |
| e | 861 | 5.5% |
society
Text
| Distinct | 674 |
|---|---|
| Distinct (%) | 18.3% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Memory size | 293.9 KiB |
Length
| Max length | 49 |
|---|---|
| Median length | 39 |
| Mean length | 16.863711 |
| Min length | 1 |
Characters and Unicode
| Total characters | 61991 |
|---|---|
| Distinct characters | 41 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 306 ? |
|---|---|
| Unique (%) | 8.3% |
Sample
| 1st row | maa bhagwati residency |
|---|---|
| 2nd row | apna enclave |
| 3rd row | tulsiani easy in homes |
| 4th row | smart world orchard |
| 5th row | parkwood westend |
| Value | Count | Frequency (%) |
| independent | 493 | 5.1% |
| the | 350 | 3.6% |
| dlf | 220 | 2.3% |
| park | 209 | 2.2% |
| city | 167 | 1.7% |
| emaar | 155 | 1.6% |
| global | 152 | 1.6% |
| m3m | 152 | 1.6% |
| signature | 149 | 1.5% |
| heights | 134 | 1.4% |
| Other values (782) | 7491 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 6711 | 10.8% |
| 5998 | 9.7% | |
| a | 5854 | 9.4% |
| r | 4168 | 6.7% |
| n | 4166 | 6.7% |
| i | 3832 | 6.2% |
| t | 3720 | 6.0% |
| s | 3469 | 5.6% |
| l | 2938 | 4.7% |
| o | 2753 | 4.4% |
| Other values (31) | 18382 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 55451 | |
| Space Separator | 5998 | 9.7% |
| Decimal Number | 524 | 0.8% |
| Other Punctuation | 10 | < 0.1% |
| Dash Punctuation | 8 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 6711 | |
| a | 5854 | 10.6% |
| r | 4168 | 7.5% |
| n | 4166 | 7.5% |
| i | 3832 | 6.9% |
| t | 3720 | 6.7% |
| s | 3469 | 6.3% |
| l | 2938 | 5.3% |
| o | 2753 | 5.0% |
| d | 2491 | 4.5% |
| Other values (16) | 15349 |
Decimal Number
| Value | Count | Frequency (%) |
| 3 | 207 | |
| 2 | 81 | 15.5% |
| 1 | 75 | 14.3% |
| 6 | 55 | 10.5% |
| 8 | 32 | 6.1% |
| 4 | 19 | 3.6% |
| 5 | 17 | 3.2% |
| 0 | 13 | 2.5% |
| 9 | 13 | 2.5% |
| 7 | 12 | 2.3% |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 7 | |
| / | 2 | 20.0% |
| . | 1 | 10.0% |
Space Separator
| Value | Count | Frequency (%) |
| 5998 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 8 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 55451 | |
| Common | 6540 | 10.5% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 6711 | |
| a | 5854 | 10.6% |
| r | 4168 | 7.5% |
| n | 4166 | 7.5% |
| i | 3832 | 6.9% |
| t | 3720 | 6.7% |
| s | 3469 | 6.3% |
| l | 2938 | 5.3% |
| o | 2753 | 5.0% |
| d | 2491 | 4.5% |
| Other values (16) | 15349 |
Common
| Value | Count | Frequency (%) |
| 5998 | ||
| 3 | 207 | 3.2% |
| 2 | 81 | 1.2% |
| 1 | 75 | 1.1% |
| 6 | 55 | 0.8% |
| 8 | 32 | 0.5% |
| 4 | 19 | 0.3% |
| 5 | 17 | 0.3% |
| 0 | 13 | 0.2% |
| 9 | 13 | 0.2% |
| Other values (5) | 30 | 0.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 61991 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 6711 | 10.8% |
| 5998 | 9.7% | |
| a | 5854 | 9.4% |
| r | 4168 | 6.7% |
| n | 4166 | 6.7% |
| i | 3832 | 6.2% |
| t | 3720 | 6.0% |
| s | 3469 | 5.6% |
| l | 2938 | 4.7% |
| o | 2753 | 4.4% |
| Other values (31) | 18382 |
sector
Text
| Distinct | 107 |
|---|---|
| Distinct (%) | 2.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 266.5 KiB |
Length
| Max length | 16 |
|---|---|
| Median length | 9 |
| Mean length | 9.2058744 |
| Min length | 8 |
Characters and Unicode
| Total characters | 33850 |
|---|---|
| Distinct characters | 22 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | sector 7 |
|---|---|
| 2nd row | sector 3 |
| 3rd row | sector 47 |
| 4th row | sector 61 |
| 5th row | sector 92 |
| Value | Count | Frequency (%) |
| sector | 3677 | |
| 47 | 184 | 2.5% |
| 85 | 108 | 1.5% |
| 102 | 107 | 1.4% |
| 2 | 103 | 1.4% |
| 92 | 100 | 1.4% |
| 69 | 93 | 1.3% |
| 90 | 89 | 1.2% |
| 81 | 87 | 1.2% |
| 65 | 87 | 1.2% |
| Other values (98) | 2747 |
Most occurring characters
| Value | Count | Frequency (%) |
| c | 3728 | |
| 3705 | ||
| o | 3689 | |
| r | 3689 | |
| s | 3685 | |
| e | 3685 | |
| t | 3677 | |
| 1 | 1084 | 3.2% |
| 7 | 849 | 2.5% |
| 0 | 812 | 2.4% |
| Other values (12) | 5247 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 22462 | |
| Decimal Number | 7683 | 22.7% |
| Space Separator | 3705 | 10.9% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| c | 3728 | |
| o | 3689 | |
| r | 3689 | |
| s | 3685 | |
| e | 3685 | |
| t | 3677 | |
| a | 212 | 0.9% |
| d | 75 | 0.3% |
| p | 8 | < 0.1% |
| h | 8 | < 0.1% |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 1084 | |
| 7 | 849 | |
| 0 | 812 | |
| 8 | 806 | |
| 9 | 763 | |
| 6 | 742 | |
| 2 | 713 | |
| 3 | 652 | |
| 4 | 651 | |
| 5 | 611 |
Space Separator
| Value | Count | Frequency (%) |
| 3705 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 22462 | |
| Common | 11388 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| c | 3728 | |
| o | 3689 | |
| r | 3689 | |
| s | 3685 | |
| e | 3685 | |
| t | 3677 | |
| a | 212 | 0.9% |
| d | 75 | 0.3% |
| p | 8 | < 0.1% |
| h | 8 | < 0.1% |
Common
| Value | Count | Frequency (%) |
| 3705 | ||
| 1 | 1084 | 9.5% |
| 7 | 849 | 7.5% |
| 0 | 812 | 7.1% |
| 8 | 806 | 7.1% |
| 9 | 763 | 6.7% |
| 6 | 742 | 6.5% |
| 2 | 713 | 6.3% |
| 3 | 652 | 5.7% |
| 4 | 651 | 5.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 33850 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| c | 3728 | |
| 3705 | ||
| o | 3689 | |
| r | 3689 | |
| s | 3685 | |
| e | 3685 | |
| t | 3677 | |
| 1 | 1084 | 3.2% |
| 7 | 849 | 2.5% |
| 0 | 812 | 2.4% |
| Other values (12) | 5247 |
price
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 474 |
|---|---|
| Distinct (%) | 12.9% |
| Missing | 16 |
| Missing (%) | 0.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.5324911 |
| Minimum | 0.07 |
|---|---|
| Maximum | 31.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 57.5 KiB |
Quantile statistics
| Minimum | 0.07 |
|---|---|
| 5-th percentile | 0.37 |
| Q1 | 0.95 |
| median | 1.52 |
| Q3 | 2.75 |
| 95-th percentile | 8.5 |
| Maximum | 31.5 |
| Range | 31.43 |
| Interquartile range (IQR) | 1.8 |
Descriptive statistics
| Standard deviation | 2.9803552 |
|---|---|
| Coefficient of variation (CV) | 1.1768472 |
| Kurtosis | 14.940149 |
| Mean | 2.5324911 |
| Median Absolute Deviation (MAD) | 0.72 |
| Skewness | 3.2802013 |
| Sum | 9271.45 |
| Variance | 8.8825169 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.25 | 80 | 2.2% |
| 1.2 | 64 | 1.7% |
| 0.9 | 63 | 1.7% |
| 1.5 | 63 | 1.7% |
| 1.1 | 62 | 1.7% |
| 1.4 | 60 | 1.6% |
| 1.3 | 58 | 1.6% |
| 2 | 52 | 1.4% |
| 0.95 | 52 | 1.4% |
| 1.6 | 48 | 1.3% |
| Other values (464) | 3059 |
| Value | Count | Frequency (%) |
| 0.07 | 1 | < 0.1% |
| 0.16 | 1 | < 0.1% |
| 0.17 | 1 | < 0.1% |
| 0.19 | 1 | < 0.1% |
| 0.2 | 8 | |
| 0.21 | 6 | |
| 0.22 | 8 | |
| 0.23 | 1 | < 0.1% |
| 0.24 | 6 | |
| 0.25 | 11 |
| Value | Count | Frequency (%) |
| 31.5 | 1 | < 0.1% |
| 27.5 | 1 | < 0.1% |
| 26 | 2 | |
| 25 | 1 | < 0.1% |
| 24 | 1 | < 0.1% |
| 23 | 1 | < 0.1% |
| 22 | 1 | < 0.1% |
| 20 | 3 | |
| 19.5 | 2 | |
| 19 | 3 |
price_per_sqft
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 2652 |
|---|---|
| Distinct (%) | 72.4% |
| Missing | 16 |
| Missing (%) | 0.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13889.242 |
| Minimum | 4 |
|---|---|
| Maximum | 600000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 57.5 KiB |
Quantile statistics
| Minimum | 4 |
|---|---|
| 5-th percentile | 4715 |
| Q1 | 6815 |
| median | 9016 |
| Q3 | 13878 |
| 95-th percentile | 33333 |
| Maximum | 600000 |
| Range | 599996 |
| Interquartile range (IQR) | 7063 |
Descriptive statistics
| Standard deviation | 23207.558 |
|---|---|
| Coefficient of variation (CV) | 1.6709017 |
| Kurtosis | 186.96493 |
| Mean | 13889.242 |
| Median Absolute Deviation (MAD) | 2791 |
| Skewness | 11.438195 |
| Sum | 50848515 |
| Variance | 5.3859076 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 10000 | 27 | 0.7% |
| 8000 | 19 | 0.5% |
| 5000 | 17 | 0.5% |
| 12500 | 14 | 0.4% |
| 11111 | 13 | 0.4% |
| 22222 | 13 | 0.4% |
| 6666 | 13 | 0.4% |
| 7500 | 12 | 0.3% |
| 8333 | 12 | 0.3% |
| 33333 | 11 | 0.3% |
| Other values (2642) | 3510 | |
| (Missing) | 16 | 0.4% |
| Value | Count | Frequency (%) |
| 4 | 1 | |
| 5 | 1 | |
| 7 | 1 | |
| 9 | 1 | |
| 53 | 1 | |
| 57 | 1 | |
| 58 | 2 | |
| 60 | 1 | |
| 61 | 1 | |
| 79 | 1 |
| Value | Count | Frequency (%) |
| 600000 | 1 | |
| 400000 | 1 | |
| 315789 | 1 | |
| 308333 | 1 | |
| 290948 | 1 | |
| 283333 | 1 | |
| 266666 | 1 | |
| 261194 | 1 | |
| 245398 | 1 | |
| 241666 | 1 |
area
Real number (ℝ)
HIGH CORRELATION  SKEWED 
| Distinct | 1312 |
|---|---|
| Distinct (%) | 35.8% |
| Missing | 16 |
| Missing (%) | 0.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2887.4504 |
| Minimum | 50 |
|---|---|
| Maximum | 875000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 57.5 KiB |
Quantile statistics
| Minimum | 50 |
|---|---|
| 5-th percentile | 519 |
| Q1 | 1230 |
| median | 1733 |
| Q3 | 2300 |
| 95-th percentile | 4246 |
| Maximum | 875000 |
| Range | 874950 |
| Interquartile range (IQR) | 1070 |
Descriptive statistics
| Standard deviation | 23164.366 |
|---|---|
| Coefficient of variation (CV) | 8.0224291 |
| Kurtosis | 942.28724 |
| Mean | 2887.4504 |
| Median Absolute Deviation (MAD) | 533 |
| Skewness | 29.73503 |
| Sum | 10570956 |
| Variance | 5.3658787 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1650 | 54 | 1.5% |
| 1350 | 48 | 1.3% |
| 1800 | 47 | 1.3% |
| 3240 | 43 | 1.2% |
| 1950 | 43 | 1.2% |
| 900 | 39 | 1.1% |
| 2700 | 39 | 1.1% |
| 2000 | 33 | 0.9% |
| 2250 | 25 | 0.7% |
| 2400 | 23 | 0.6% |
| Other values (1302) | 3267 |
| Value | Count | Frequency (%) |
| 50 | 4 | |
| 55 | 1 | < 0.1% |
| 56 | 1 | < 0.1% |
| 57 | 1 | < 0.1% |
| 60 | 2 | |
| 61 | 1 | < 0.1% |
| 67 | 2 | |
| 70 | 1 | < 0.1% |
| 72 | 1 | < 0.1% |
| 76 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 875000 | 1 | |
| 642857 | 1 | |
| 620000 | 1 | |
| 566667 | 1 | |
| 215517 | 1 | |
| 98978 | 1 | |
| 82781 | 1 | |
| 65517 | 2 | |
| 65261 | 1 | |
| 58228 | 1 |
areaWithType
Text
| Distinct | 2354 |
|---|---|
| Distinct (%) | 64.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 428.1 KiB |
Length
| Max length | 124 |
|---|---|
| Median length | 119 |
| Mean length | 54.22192 |
| Min length | 12 |
Characters and Unicode
| Total characters | 199374 |
|---|---|
| Distinct characters | 35 |
| Distinct categories | 7 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1847 ? |
|---|---|
| Unique (%) | 50.2% |
Sample
| 1st row | Carpet area: 900 (83.61 sq.m.) |
|---|---|
| 2nd row | Carpet area: 650 (60.39 sq.m.) |
| 3rd row | Carpet area: 595 (55.28 sq.m.) |
| 4th row | Carpet area: 1200 (111.48 sq.m.) |
| 5th row | Super Built up area 1345(124.95 sq.m.) |
| Value | Count | Frequency (%) |
| area | 5572 | |
| sq.m | 3655 | |
| up | 3020 | 10.0% |
| built | 2316 | 7.7% |
| super | 1875 | 6.2% |
| sq.ft | 1750 | 5.8% |
| sq.m.)carpet | 1184 | 3.9% |
| sq.m.)built | 702 | 2.3% |
| plot | 683 | 2.3% |
| carpet | 681 | 2.3% |
| Other values (2844) | 8696 |
Most occurring characters
| Value | Count | Frequency (%) |
| 26457 | 13.3% | |
| . | 20383 | 10.2% |
| a | 13149 | 6.6% |
| r | 9452 | 4.7% |
| e | 9316 | 4.7% |
| 1 | 9201 | 4.6% |
| s | 7565 | 3.8% |
| q | 7429 | 3.7% |
| t | 7322 | 3.7% |
| u | 6770 | 3.4% |
| Other values (25) | 82330 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 82738 | |
| Decimal Number | 47122 | |
| Space Separator | 26457 | 13.3% |
| Other Punctuation | 23397 | 11.7% |
| Uppercase Letter | 8592 | 4.3% |
| Close Punctuation | 5534 | 2.8% |
| Open Punctuation | 5534 | 2.8% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 13149 | |
| r | 9452 | |
| e | 9316 | |
| s | 7565 | |
| q | 7429 | |
| t | 7322 | |
| u | 6770 | |
| p | 6764 | |
| m | 5543 | |
| l | 3703 | 4.5% |
| Other values (5) | 5725 |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 9201 | |
| 0 | 6627 | |
| 2 | 5687 | |
| 5 | 4710 | |
| 3 | 3959 | |
| 4 | 3711 | |
| 6 | 3673 | 7.8% |
| 7 | 3249 | 6.9% |
| 8 | 3160 | 6.7% |
| 9 | 3145 | 6.7% |
Uppercase Letter
| Value | Count | Frequency (%) |
| B | 3020 | |
| S | 1875 | |
| C | 1869 | |
| U | 1145 | 13.3% |
| P | 683 | 7.9% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 20383 | |
| : | 3014 | 12.9% |
Space Separator
| Value | Count | Frequency (%) |
| 26457 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 5534 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 5534 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 108044 | |
| Latin | 91330 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 13149 | |
| r | 9452 | |
| e | 9316 | |
| s | 7565 | |
| q | 7429 | |
| t | 7322 | |
| u | 6770 | |
| p | 6764 | |
| m | 5543 | 6.1% |
| l | 3703 | 4.1% |
| Other values (10) | 14317 |
Common
| Value | Count | Frequency (%) |
| 26457 | ||
| . | 20383 | |
| 1 | 9201 | 8.5% |
| 0 | 6627 | 6.1% |
| 2 | 5687 | 5.3% |
| ) | 5534 | 5.1% |
| ( | 5534 | 5.1% |
| 5 | 4710 | 4.4% |
| 3 | 3959 | 3.7% |
| 4 | 3711 | 3.4% |
| Other values (5) | 16241 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 199374 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 26457 | 13.3% | |
| . | 20383 | 10.2% |
| a | 13149 | 6.6% |
| r | 9452 | 4.7% |
| e | 9316 | 4.7% |
| 1 | 9201 | 4.6% |
| s | 7565 | 3.8% |
| q | 7429 | 3.7% |
| t | 7322 | 3.7% |
| u | 6770 | 3.4% |
| Other values (25) | 82330 |
bedRoom
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 19 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.3603481 |
| Minimum | 1 |
|---|---|
| Maximum | 21 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 57.5 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 2 |
| median | 3 |
| Q3 | 4 |
| 95-th percentile | 6 |
| Maximum | 21 |
| Range | 20 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.8976489 |
|---|---|
| Coefficient of variation (CV) | 0.56471796 |
| Kurtosis | 18.20998 |
| Mean | 3.3603481 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 3.4846135 |
| Sum | 12356 |
| Variance | 3.6010715 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3 | 1495 | |
| 2 | 942 | |
| 4 | 661 | |
| 5 | 210 | 5.7% |
| 1 | 124 | 3.4% |
| 6 | 74 | 2.0% |
| 9 | 41 | 1.1% |
| 8 | 30 | 0.8% |
| 12 | 28 | 0.8% |
| 7 | 28 | 0.8% |
| Other values (9) | 44 | 1.2% |
| Value | Count | Frequency (%) |
| 1 | 124 | 3.4% |
| 2 | 942 | |
| 3 | 1495 | |
| 4 | 661 | |
| 5 | 210 | 5.7% |
| 6 | 74 | 2.0% |
| 7 | 28 | 0.8% |
| 8 | 30 | 0.8% |
| 9 | 41 | 1.1% |
| 10 | 20 | 0.5% |
| Value | Count | Frequency (%) |
| 21 | 1 | < 0.1% |
| 20 | 1 | < 0.1% |
| 19 | 2 | 0.1% |
| 18 | 2 | 0.1% |
| 16 | 12 | |
| 14 | 1 | < 0.1% |
| 13 | 4 | 0.1% |
| 12 | 28 | |
| 11 | 1 | < 0.1% |
| 10 | 20 |
bathroom
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 19 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.4245309 |
| Minimum | 1 |
|---|---|
| Maximum | 21 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 57.5 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 2 |
| median | 3 |
| Q3 | 4 |
| 95-th percentile | 6 |
| Maximum | 21 |
| Range | 20 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.9480681 |
|---|---|
| Coefficient of variation (CV) | 0.56885693 |
| Kurtosis | 17.542297 |
| Mean | 3.4245309 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 3.2488298 |
| Sum | 12592 |
| Variance | 3.7949693 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3 | 1077 | |
| 2 | 1047 | |
| 4 | 820 | |
| 5 | 294 | 8.0% |
| 1 | 156 | 4.2% |
| 6 | 117 | 3.2% |
| 9 | 41 | 1.1% |
| 7 | 40 | 1.1% |
| 8 | 25 | 0.7% |
| 12 | 22 | 0.6% |
| Other values (9) | 38 | 1.0% |
| Value | Count | Frequency (%) |
| 1 | 156 | 4.2% |
| 2 | 1047 | |
| 3 | 1077 | |
| 4 | 820 | |
| 5 | 294 | 8.0% |
| 6 | 117 | 3.2% |
| 7 | 40 | 1.1% |
| 8 | 25 | 0.7% |
| 9 | 41 | 1.1% |
| 10 | 9 | 0.2% |
| Value | Count | Frequency (%) |
| 21 | 1 | < 0.1% |
| 20 | 3 | 0.1% |
| 18 | 4 | 0.1% |
| 17 | 3 | 0.1% |
| 16 | 8 | 0.2% |
| 14 | 2 | 0.1% |
| 13 | 4 | 0.1% |
| 12 | 22 | |
| 11 | 4 | 0.1% |
| 10 | 9 |
balcony
Categorical
HIGH CORRELATION 
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 238.1 KiB |
| 3+ | |
|---|---|
| 3 | |
| 2 | |
| 1 | |
| 0 |
Length
| Max length | 2 |
|---|---|
| Median length | 1 |
| Mean length | 1.3184661 |
| Min length | 1 |
Characters and Unicode
| Total characters | 4848 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 3 |
| 4th row | 2 |
| 5th row | 3 |
Common Values
| Value | Count | Frequency (%) |
| 3+ | 1171 | |
| 3 | 1073 | |
| 2 | 884 | |
| 1 | 367 | 10.0% |
| 0 | 182 | 4.9% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 3 | 2244 | |
| 2 | 884 | 24.0% |
| 1 | 367 | 10.0% |
| 0 | 182 | 4.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| 3 | 2244 | |
| + | 1171 | |
| 2 | 884 | 18.2% |
| 1 | 367 | 7.6% |
| 0 | 182 | 3.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 3677 | |
| Math Symbol | 1171 | 24.2% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 3 | 2244 | |
| 2 | 884 | 24.0% |
| 1 | 367 | 10.0% |
| 0 | 182 | 4.9% |
Math Symbol
| Value | Count | Frequency (%) |
| + | 1171 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 4848 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 3 | 2244 | |
| + | 1171 | |
| 2 | 884 | 18.2% |
| 1 | 367 | 7.6% |
| 0 | 182 | 3.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 4848 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 3 | 2244 | |
| + | 1171 | |
| 2 | 884 | 18.2% |
| 1 | 367 | 7.6% |
| 0 | 182 | 3.8% |
floorNum
Real number (ℝ)
ZEROS 
| Distinct | 43 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 19 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.7936031 |
| Minimum | 0 |
|---|---|
| Maximum | 51 |
| Zeros | 129 |
| Zeros (%) | 3.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 57.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 5 |
| Q3 | 10 |
| 95-th percentile | 18 |
| Maximum | 51 |
| Range | 51 |
| Interquartile range (IQR) | 8 |
Descriptive statistics
| Standard deviation | 6.0139108 |
|---|---|
| Coefficient of variation (CV) | 0.88523141 |
| Kurtosis | 4.5138569 |
| Mean | 6.7936031 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 1.6940936 |
| Sum | 24851 |
| Variance | 36.167123 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3 | 498 | |
| 2 | 494 | |
| 1 | 353 | 9.6% |
| 4 | 315 | 8.6% |
| 8 | 195 | 5.3% |
| 6 | 182 | 4.9% |
| 10 | 179 | 4.9% |
| 7 | 176 | 4.8% |
| 5 | 169 | 4.6% |
| 9 | 161 | 4.4% |
| Other values (33) | 936 |
| Value | Count | Frequency (%) |
| 0 | 129 | 3.5% |
| 1 | 353 | |
| 2 | 494 | |
| 3 | 498 | |
| 4 | 315 | |
| 5 | 169 | 4.6% |
| 6 | 182 | 4.9% |
| 7 | 176 | 4.8% |
| 8 | 195 | 5.3% |
| 9 | 161 | 4.4% |
| Value | Count | Frequency (%) |
| 51 | 1 | < 0.1% |
| 45 | 1 | < 0.1% |
| 44 | 1 | < 0.1% |
| 43 | 2 | |
| 40 | 1 | < 0.1% |
| 39 | 2 | |
| 38 | 1 | < 0.1% |
| 35 | 2 | |
| 34 | 2 | |
| 33 | 4 |
facing
Categorical
HIGH CORRELATION  MISSING 
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 1045 |
| Missing (%) | 28.4% |
| Memory size | 233.6 KiB |
| North-East | |
|---|---|
| East | |
| North | |
| West | |
| South | |
| Other values (3) |
Length
| Max length | 10 |
|---|---|
| Median length | 5 |
| Mean length | 6.8381459 |
| Min length | 4 |
Characters and Unicode
| Total characters | 17998 |
|---|---|
| Distinct characters | 13 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | West |
|---|---|
| 2nd row | West |
| 3rd row | North-East |
| 4th row | South-East |
| 5th row | North-East |
Common Values
| Value | Count | Frequency (%) |
| North-East | 623 | |
| East | 623 | |
| North | 387 | 10.5% |
| West | 249 | 6.8% |
| South | 231 | 6.3% |
| North-West | 193 | 5.2% |
| South-East | 173 | 4.7% |
| South-West | 153 | 4.2% |
| (Missing) | 1045 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| north-east | 623 | |
| east | 623 | |
| north | 387 | |
| west | 249 | 9.5% |
| south | 231 | 8.8% |
| north-west | 193 | 7.3% |
| south-east | 173 | 6.6% |
| south-west | 153 | 5.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| t | 3774 | |
| s | 2014 | |
| o | 1760 | |
| h | 1760 | |
| E | 1419 | 7.9% |
| a | 1419 | 7.9% |
| N | 1203 | 6.7% |
| r | 1203 | 6.7% |
| - | 1142 | 6.3% |
| W | 595 | 3.3% |
| Other values (3) | 1709 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 13082 | |
| Uppercase Letter | 3774 | 21.0% |
| Dash Punctuation | 1142 | 6.3% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| t | 3774 | |
| s | 2014 | |
| o | 1760 | |
| h | 1760 | |
| a | 1419 | 10.8% |
| r | 1203 | 9.2% |
| e | 595 | 4.5% |
| u | 557 | 4.3% |
Uppercase Letter
| Value | Count | Frequency (%) |
| E | 1419 | |
| N | 1203 | |
| W | 595 | |
| S | 557 | 14.8% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 1142 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 16856 | |
| Common | 1142 | 6.3% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| t | 3774 | |
| s | 2014 | |
| o | 1760 | |
| h | 1760 | |
| E | 1419 | 8.4% |
| a | 1419 | 8.4% |
| N | 1203 | 7.1% |
| r | 1203 | 7.1% |
| W | 595 | 3.5% |
| e | 595 | 3.5% |
| Other values (2) | 1114 | 6.6% |
Common
| Value | Count | Frequency (%) |
| - | 1142 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 17998 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| t | 3774 | |
| s | 2014 | |
| o | 1760 | |
| h | 1760 | |
| E | 1419 | 7.9% |
| a | 1419 | 7.9% |
| N | 1203 | 6.7% |
| r | 1203 | 6.7% |
| - | 1142 | 6.3% |
| W | 595 | 3.3% |
| Other values (3) | 1709 |
agePossession
Categorical
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 280.2 KiB |
| Relatively New | |
|---|---|
| New Property | |
| Moderately Old | |
| Undefined | |
| Old Property |
Length
| Max length | 18 |
|---|---|
| Median length | 14 |
| Mean length | 13.041338 |
| Min length | 9 |
Characters and Unicode
| Total characters | 47953 |
|---|---|
| Distinct characters | 25 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Relatively New |
|---|---|
| 2nd row | Old Property |
| 3rd row | New Property |
| 4th row | Undefined |
| 5th row | Under Construction |
Common Values
| Value | Count | Frequency (%) |
| Relatively New | 1647 | |
| New Property | 594 | 16.2% |
| Moderately Old | 563 | 15.3% |
| Undefined | 445 | 12.1% |
| Old Property | 304 | 8.3% |
| Under Construction | 124 | 3.4% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| new | 2241 | |
| relatively | 1647 | |
| property | 898 | |
| old | 867 | 12.5% |
| moderately | 563 | 8.1% |
| undefined | 445 | 6.4% |
| under | 124 | 1.8% |
| construction | 124 | 1.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 8573 | |
| l | 4724 | 9.9% |
| t | 3356 | 7.0% |
| 3232 | 6.7% | |
| y | 3108 | 6.5% |
| r | 2607 | 5.4% |
| d | 2444 | 5.1% |
| N | 2241 | 4.7% |
| w | 2241 | 4.7% |
| i | 2216 | 4.6% |
| Other values (15) | 13211 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 37812 | |
| Uppercase Letter | 6909 | 14.4% |
| Space Separator | 3232 | 6.7% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 8573 | |
| l | 4724 | |
| t | 3356 | 8.9% |
| y | 3108 | 8.2% |
| r | 2607 | 6.9% |
| d | 2444 | 6.5% |
| w | 2241 | 5.9% |
| i | 2216 | 5.9% |
| a | 2210 | 5.8% |
| o | 1709 | 4.5% |
| Other values (7) | 4624 |
Uppercase Letter
| Value | Count | Frequency (%) |
| N | 2241 | |
| R | 1647 | |
| P | 898 | |
| O | 867 | 12.5% |
| U | 569 | 8.2% |
| M | 563 | 8.1% |
| C | 124 | 1.8% |
Space Separator
| Value | Count | Frequency (%) |
| 3232 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 44721 | |
| Common | 3232 | 6.7% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 8573 | |
| l | 4724 | |
| t | 3356 | 7.5% |
| y | 3108 | 6.9% |
| r | 2607 | 5.8% |
| d | 2444 | 5.5% |
| N | 2241 | 5.0% |
| w | 2241 | 5.0% |
| i | 2216 | 5.0% |
| a | 2210 | 4.9% |
| Other values (14) | 11001 |
Common
| Value | Count | Frequency (%) |
| 3232 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 47953 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 8573 | |
| l | 4724 | 9.9% |
| t | 3356 | 7.0% |
| 3232 | 6.7% | |
| y | 3108 | 6.5% |
| r | 2607 | 5.4% |
| d | 2444 | 5.1% |
| N | 2241 | 4.7% |
| w | 2241 | 4.7% |
| i | 2216 | 4.6% |
| Other values (15) | 13211 |
super_built_up_area
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 593 |
|---|---|
| Distinct (%) | 31.6% |
| Missing | 1802 |
| Missing (%) | 49.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1925.6483 |
| Minimum | 89 |
|---|---|
| Maximum | 10000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 57.5 KiB |
Quantile statistics
| Minimum | 89 |
|---|---|
| 5-th percentile | 767 |
| Q1 | 1479.5 |
| median | 1828 |
| Q3 | 2215 |
| 95-th percentile | 3185 |
| Maximum | 10000 |
| Range | 9911 |
| Interquartile range (IQR) | 735.5 |
Descriptive statistics
| Standard deviation | 764.27409 |
|---|---|
| Coefficient of variation (CV) | 0.39689184 |
| Kurtosis | 10.338286 |
| Mean | 1925.6483 |
| Median Absolute Deviation (MAD) | 372 |
| Skewness | 1.8343442 |
| Sum | 3610590.5 |
| Variance | 584114.89 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1650 | 37 | 1.0% |
| 1950 | 37 | 1.0% |
| 1578 | 25 | 0.7% |
| 2000 | 25 | 0.7% |
| 1640 | 22 | 0.6% |
| 2150 | 22 | 0.6% |
| 1900 | 19 | 0.5% |
| 2408 | 19 | 0.5% |
| 1930 | 18 | 0.5% |
| 1350 | 17 | 0.5% |
| Other values (583) | 1634 | |
| (Missing) | 1802 |
| Value | Count | Frequency (%) |
| 89 | 1 | |
| 145 | 1 | |
| 161 | 1 | |
| 215 | 1 | |
| 216 | 1 | |
| 325 | 1 | |
| 340 | 1 | |
| 352 | 1 | |
| 380 | 1 | |
| 406 | 1 |
| Value | Count | Frequency (%) |
| 10000 | 1 | |
| 6926 | 1 | |
| 6000 | 1 | |
| 5800 | 2 | |
| 5514 | 1 | |
| 5350 | 2 | |
| 5200 | 2 | |
| 4890 | 1 | |
| 4857 | 1 | |
| 4848 | 2 |
built_up_area
Real number (ℝ)
HIGH CORRELATION  MISSING  SKEWED 
| Distinct | 644 |
|---|---|
| Distinct (%) | 38.1% |
| Missing | 1985 |
| Missing (%) | 54.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2378.188 |
| Minimum | 2 |
|---|---|
| Maximum | 737147 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 57.5 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 240.55 |
| Q1 | 1100 |
| median | 1650 |
| Q3 | 2400 |
| 95-th percentile | 4689 |
| Maximum | 737147 |
| Range | 737145 |
| Interquartile range (IQR) | 1300 |
Descriptive statistics
| Standard deviation | 17932.315 |
|---|---|
| Coefficient of variation (CV) | 7.5403272 |
| Kurtosis | 1669.8364 |
| Mean | 2378.188 |
| Median Absolute Deviation (MAD) | 650 |
| Skewness | 40.730509 |
| Sum | 4023894 |
| Variance | 3.2156793 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1800 | 41 | 1.1% |
| 3240 | 37 | 1.0% |
| 1900 | 34 | 0.9% |
| 1350 | 33 | 0.9% |
| 2700 | 33 | 0.9% |
| 900 | 29 | 0.8% |
| 1600 | 26 | 0.7% |
| 2000 | 24 | 0.7% |
| 1300 | 24 | 0.7% |
| 1700 | 23 | 0.6% |
| Other values (634) | 1388 | |
| (Missing) | 1985 |
| Value | Count | Frequency (%) |
| 2 | 1 | < 0.1% |
| 14 | 1 | < 0.1% |
| 30 | 1 | < 0.1% |
| 33 | 1 | < 0.1% |
| 50 | 3 | |
| 53 | 1 | < 0.1% |
| 55 | 1 | < 0.1% |
| 56 | 1 | < 0.1% |
| 57 | 1 | < 0.1% |
| 60 | 5 |
| Value | Count | Frequency (%) |
| 737147 | 1 | < 0.1% |
| 13500 | 1 | < 0.1% |
| 11286 | 1 | < 0.1% |
| 9500 | 1 | < 0.1% |
| 9000 | 7 | |
| 8775 | 1 | < 0.1% |
| 8286 | 1 | < 0.1% |
| 8067.8 | 1 | < 0.1% |
| 8000 | 1 | < 0.1% |
| 7500 | 2 | 0.1% |
carpet_area
Real number (ℝ)
HIGH CORRELATION  MISSING  SKEWED 
| Distinct | 732 |
|---|---|
| Distinct (%) | 39.2% |
| Missing | 1808 |
| Missing (%) | 49.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2530.1348 |
| Minimum | 15 |
|---|---|
| Maximum | 607936 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 57.5 KiB |
Quantile statistics
| Minimum | 15 |
|---|---|
| 5-th percentile | 350 |
| Q1 | 845 |
| median | 1300 |
| Q3 | 1790 |
| 95-th percentile | 2938.8 |
| Maximum | 607936 |
| Range | 607921 |
| Interquartile range (IQR) | 945 |
Descriptive statistics
| Standard deviation | 22818.074 |
|---|---|
| Coefficient of variation (CV) | 9.0185212 |
| Kurtosis | 603.56926 |
| Mean | 2530.1348 |
| Median Absolute Deviation (MAD) | 470 |
| Skewness | 24.313842 |
| Sum | 4728821.9 |
| Variance | 5.206645 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1400 | 42 | 1.1% |
| 1600 | 35 | 1.0% |
| 1800 | 35 | 1.0% |
| 1200 | 31 | 0.8% |
| 1500 | 29 | 0.8% |
| 1650 | 28 | 0.8% |
| 1350 | 27 | 0.7% |
| 1300 | 23 | 0.6% |
| 1000 | 22 | 0.6% |
| 1450 | 22 | 0.6% |
| Other values (722) | 1575 | |
| (Missing) | 1808 |
| Value | Count | Frequency (%) |
| 15 | 1 | < 0.1% |
| 33 | 1 | < 0.1% |
| 48 | 1 | < 0.1% |
| 50 | 1 | < 0.1% |
| 59 | 1 | < 0.1% |
| 60 | 1 | < 0.1% |
| 66 | 1 | < 0.1% |
| 72 | 1 | < 0.1% |
| 76.44 | 3 | |
| 77.31 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 607936 | 1 | |
| 569243 | 1 | |
| 514396 | 1 | |
| 64529 | 1 | |
| 64412 | 1 | |
| 58141 | 1 | |
| 54917 | 1 | |
| 48811 | 1 | |
| 45966 | 1 | |
| 34401 | 1 |
study room
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 237.0 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 3677 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 2973 | |
| 1 | 704 | 19.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 2973 | |
| 1 | 704 | 19.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2973 | |
| 1 | 704 | 19.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 3677 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 2973 | |
| 1 | 704 | 19.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3677 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 2973 | |
| 1 | 704 | 19.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3677 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 2973 | |
| 1 | 704 | 19.1% |
servant room
Categorical
HIGH CORRELATION 
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 237.0 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 3677 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 2350 | |
| 1 | 1327 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 2350 | |
| 1 | 1327 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2350 | |
| 1 | 1327 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 3677 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 2350 | |
| 1 | 1327 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3677 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 2350 | |
| 1 | 1327 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3677 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 2350 | |
| 1 | 1327 |
store room
Categorical
IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 237.0 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 3677 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 3339 | |
| 1 | 338 | 9.2% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 3339 | |
| 1 | 338 | 9.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 3339 | |
| 1 | 338 | 9.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 3677 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 3339 | |
| 1 | 338 | 9.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3677 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 3339 | |
| 1 | 338 | 9.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3677 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 3339 | |
| 1 | 338 | 9.2% |
pooja room
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 237.0 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 3677 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 3021 | |
| 1 | 656 | 17.8% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 3021 | |
| 1 | 656 | 17.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 3021 | |
| 1 | 656 | 17.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 3677 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 3021 | |
| 1 | 656 | 17.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3677 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 3021 | |
| 1 | 656 | 17.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3677 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 3021 | |
| 1 | 656 | 17.8% |
others
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 237.0 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 3677 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 3272 | |
| 1 | 405 | 11.0% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 3272 | |
| 1 | 405 | 11.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 3272 | |
| 1 | 405 | 11.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 3677 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 3272 | |
| 1 | 405 | 11.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3677 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 3272 | |
| 1 | 405 | 11.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3677 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 3272 | |
| 1 | 405 | 11.0% |
furnishing_type
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 237.0 KiB |
| 1 | |
|---|---|
| 2 | |
| 0 | 203 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 3677 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 2 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 2436 | |
| 2 | 1038 | |
| 0 | 203 | 5.5% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 2436 | |
| 2 | 1038 | |
| 0 | 203 | 5.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 2436 | |
| 2 | 1038 | |
| 0 | 203 | 5.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 3677 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 2436 | |
| 2 | 1038 | |
| 0 | 203 | 5.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3677 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 2436 | |
| 2 | 1038 | |
| 0 | 203 | 5.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3677 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 2436 | |
| 2 | 1038 | |
| 0 | 203 | 5.5% |
luxury_score
Real number (ℝ)
ZEROS 
| Distinct | 161 |
|---|---|
| Distinct (%) | 4.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 71.441392 |
| Minimum | 0 |
|---|---|
| Maximum | 174 |
| Zeros | 465 |
| Zeros (%) | 12.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 57.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 31 |
| median | 59 |
| Q3 | 110 |
| 95-th percentile | 174 |
| Maximum | 174 |
| Range | 174 |
| Interquartile range (IQR) | 79 |
Descriptive statistics
| Standard deviation | 53.092951 |
|---|---|
| Coefficient of variation (CV) | 0.74316792 |
| Kurtosis | -0.88051772 |
| Mean | 71.441392 |
| Median Absolute Deviation (MAD) | 38 |
| Skewness | 0.46011224 |
| Sum | 262690 |
| Variance | 2818.8614 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 465 | 12.6% |
| 49 | 348 | 9.5% |
| 174 | 195 | 5.3% |
| 44 | 60 | 1.6% |
| 38 | 55 | 1.5% |
| 165 | 55 | 1.5% |
| 72 | 52 | 1.4% |
| 60 | 47 | 1.3% |
| 37 | 45 | 1.2% |
| 42 | 45 | 1.2% |
| Other values (151) | 2310 |
| Value | Count | Frequency (%) |
| 0 | 465 | |
| 5 | 6 | 0.2% |
| 6 | 6 | 0.2% |
| 7 | 41 | 1.1% |
| 8 | 30 | 0.8% |
| 9 | 9 | 0.2% |
| 12 | 6 | 0.2% |
| 13 | 10 | 0.3% |
| 14 | 12 | 0.3% |
| 15 | 43 | 1.2% |
| Value | Count | Frequency (%) |
| 174 | 195 | |
| 169 | 1 | < 0.1% |
| 168 | 9 | 0.2% |
| 167 | 21 | 0.6% |
| 166 | 10 | 0.3% |
| 165 | 55 | 1.5% |
| 161 | 3 | 0.1% |
| 160 | 28 | 0.8% |
| 159 | 23 | 0.6% |
| 158 | 34 | 0.9% |
| agePossession | area | balcony | bathroom | bedRoom | built_up_area | carpet_area | facing | floorNum | furnishing_type | luxury_score | others | pooja room | price | price_per_sqft | property_type | servant room | store room | study room | super_built_up_area | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| agePossession | 1.000 | -0.118 | 0.229 | -0.145 | -0.160 | -0.110 | -0.069 | 0.090 | 0.064 | 0.214 | -0.076 | 0.107 | 0.184 | -0.138 | -0.110 | 0.354 | 0.282 | 0.141 | 0.112 | -0.082 |
| area | -0.118 | 1.000 | 0.010 | 0.687 | 0.624 | 0.835 | 0.801 | 0.022 | 0.117 | 0.043 | 0.259 | 0.042 | 0.037 | 0.744 | 0.207 | 0.028 | 0.015 | 0.039 | 0.018 | 0.948 |
| balcony | 0.229 | 0.010 | 1.000 | 0.516 | 0.434 | 0.357 | 0.469 | 0.017 | 0.181 | 0.179 | 0.329 | 0.082 | 0.197 | 0.466 | 0.188 | 0.214 | 0.442 | 0.146 | 0.183 | 0.508 |
| bathroom | -0.145 | 0.687 | 0.516 | 1.000 | 0.862 | 0.465 | 0.598 | 0.044 | -0.004 | 0.195 | 0.179 | 0.070 | 0.286 | 0.720 | 0.411 | 0.471 | 0.519 | 0.244 | 0.176 | 0.819 |
| bedRoom | -0.160 | 0.624 | 0.434 | 0.862 | 1.000 | 0.380 | 0.568 | 0.032 | -0.103 | 0.166 | 0.056 | 0.080 | 0.290 | 0.681 | 0.417 | 0.594 | 0.316 | 0.223 | 0.153 | 0.800 |
| built_up_area | -0.110 | 0.835 | 0.357 | 0.465 | 0.380 | 1.000 | 0.969 | 1.000 | 0.093 | 0.090 | 0.290 | 0.000 | 0.000 | 0.605 | 0.133 | 0.000 | 0.000 | 0.000 | 0.000 | 0.926 |
| carpet_area | -0.069 | 0.801 | 0.469 | 0.598 | 0.568 | 0.969 | 1.000 | 0.000 | 0.160 | 0.000 | 0.239 | 0.016 | 0.000 | 0.613 | 0.136 | 0.000 | 0.000 | 0.000 | 0.003 | 0.894 |
| facing | 0.090 | 0.022 | 0.017 | 0.044 | 0.032 | 1.000 | 0.000 | 1.000 | 0.003 | 0.054 | 0.070 | 0.000 | 0.029 | -0.012 | -0.028 | 0.095 | 0.036 | 0.036 | 0.000 | 0.019 |
| floorNum | 0.064 | 0.117 | 0.181 | -0.004 | -0.103 | 0.093 | 0.160 | 0.003 | 1.000 | 0.026 | 0.233 | 0.033 | 0.102 | 0.002 | -0.125 | 0.485 | 0.085 | 0.111 | 0.077 | 0.150 |
| furnishing_type | 0.214 | 0.043 | 0.179 | 0.195 | 0.166 | 0.090 | 0.000 | 0.054 | 0.026 | 1.000 | 0.230 | 0.064 | 0.213 | 0.186 | 0.126 | 0.084 | 0.266 | 0.156 | 0.137 | 0.109 |
| luxury_score | -0.076 | 0.259 | 0.329 | 0.179 | 0.056 | 0.290 | 0.239 | 0.070 | 0.233 | 0.230 | 1.000 | 0.176 | 0.190 | 0.215 | 0.055 | 0.329 | 0.348 | 0.229 | 0.183 | 0.220 |
| others | 0.107 | 0.042 | 0.082 | 0.070 | 0.080 | 0.000 | 0.016 | 0.000 | 0.033 | 0.064 | 0.176 | 1.000 | 0.033 | -0.001 | -0.019 | 0.025 | 0.000 | 0.106 | 0.031 | -0.017 |
| pooja room | 0.184 | 0.037 | 0.197 | 0.286 | 0.290 | 0.000 | 0.000 | 0.029 | 0.102 | 0.213 | 0.190 | 0.033 | 1.000 | 0.269 | 0.199 | 0.251 | 0.252 | 0.305 | 0.314 | 0.110 |
| price | -0.138 | 0.744 | 0.466 | 0.720 | 0.681 | 0.605 | 0.613 | -0.012 | 0.002 | 0.186 | 0.215 | -0.001 | 0.269 | 1.000 | 0.744 | 0.542 | 0.368 | 0.303 | 0.244 | 0.773 |
| price_per_sqft | -0.110 | 0.207 | 0.188 | 0.411 | 0.417 | 0.133 | 0.136 | -0.028 | -0.125 | 0.126 | 0.055 | -0.019 | 0.199 | 0.744 | 1.000 | 0.200 | 0.044 | 0.000 | 0.030 | 0.287 |
| property_type | 0.354 | 0.028 | 0.214 | 0.471 | 0.594 | 0.000 | 0.000 | 0.095 | 0.485 | 0.084 | 0.329 | 0.025 | 0.251 | 0.542 | 0.200 | 1.000 | 0.064 | 0.240 | 0.127 | NaN |
| servant room | 0.282 | 0.015 | 0.442 | 0.519 | 0.316 | 0.000 | 0.000 | 0.036 | 0.085 | 0.266 | 0.348 | 0.000 | 0.252 | 0.368 | 0.044 | 0.064 | 1.000 | 0.161 | 0.184 | 0.656 |
| store room | 0.141 | 0.039 | 0.146 | 0.244 | 0.223 | 0.000 | 0.000 | 0.036 | 0.111 | 0.156 | 0.229 | 0.106 | 0.305 | 0.303 | 0.000 | 0.240 | 0.161 | 1.000 | 0.226 | 0.033 |
| study room | 0.112 | 0.018 | 0.183 | 0.176 | 0.153 | 0.000 | 0.003 | 0.000 | 0.077 | 0.137 | 0.183 | 0.031 | 0.314 | 0.244 | 0.030 | 0.127 | 0.184 | 0.226 | 1.000 | -0.015 |
| super_built_up_area | -0.082 | 0.948 | 0.508 | 0.819 | 0.800 | 0.926 | 0.894 | 0.019 | 0.150 | 0.109 | 0.220 | -0.017 | 0.110 | 0.773 | 0.287 | NaN | 0.656 | 0.033 | -0.015 | 1.000 |
| property_type | society | sector | price | price_per_sqft | area | areaWithType | bedRoom | bathroom | balcony | floorNum | facing | agePossession | super_built_up_area | built_up_area | carpet_area | study room | servant room | store room | pooja room | others | furnishing_type | luxury_score | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | flat | maa bhagwati residency | sector 7 | 0.45 | 5000.0 | 900.0 | Carpet area: 900 (83.61 sq.m.) | 2 | 2 | 1 | 4.0 | West | Relatively New | NaN | NaN | 900.0 | 0 | 0 | 0 | 0 | 0 | 1 | 28 |
| 1 | flat | apna enclave | sector 3 | 0.50 | 7692.0 | 650.0 | Carpet area: 650 (60.39 sq.m.) | 2 | 2 | 1 | 1.0 | West | Old Property | NaN | NaN | 650.0 | 0 | 0 | 0 | 0 | 0 | 2 | 37 |
| 2 | flat | tulsiani easy in homes | sector 47 | 0.40 | 6722.0 | 595.0 | Carpet area: 595 (55.28 sq.m.) | 2 | 2 | 3 | 12.0 | NaN | New Property | NaN | NaN | 595.0 | 0 | 0 | 0 | 0 | 0 | 1 | 36 |
| 3 | flat | smart world orchard | sector 61 | 1.47 | 12250.0 | 1200.0 | Carpet area: 1200 (111.48 sq.m.) | 2 | 2 | 2 | 2.0 | NaN | Undefined | NaN | NaN | 1200.0 | 1 | 0 | 0 | 0 | 0 | 1 | 76 |
| 4 | flat | parkwood westend | sector 92 | 0.70 | 5204.0 | 1345.0 | Super Built up area 1345(124.95 sq.m.) | 2 | 2 | 3 | 5.0 | NaN | Under Construction | 1345.0 | NaN | NaN | 1 | 0 | 0 | 0 | 0 | 1 | 0 |
| 5 | flat | signature global infinity mall | sector 36 | 0.41 | 6269.0 | 654.0 | Built Up area: 654 (60.76 sq.m.) | 2 | 2 | 3 | 3.0 | NaN | Undefined | NaN | 654.0 | NaN | 0 | 0 | 0 | 0 | 0 | 1 | 0 |
| 6 | flat | the cocoon | sector 108 | 2.00 | 13333.0 | 1500.0 | Super Built up area 1500(139.35 sq.m.) | 3 | 3 | 3 | 5.0 | NaN | New Property | 1500.0 | NaN | NaN | 0 | 0 | 0 | 0 | 0 | 1 | 0 |
| 7 | flat | ats triumph | sector 104 | 1.80 | 7860.0 | 2290.0 | Carpet area: 2290 (212.75 sq.m.) | 3 | 4 | 3 | 14.0 | NaN | New Property | NaN | NaN | 2290.0 | 0 | 0 | 0 | 0 | 0 | 1 | 60 |
| 8 | flat | vatika xpressions | sector 88b | 1.10 | 8148.0 | 1350.0 | Built Up area: 1350 (125.42 sq.m.)Carpet area: 1050 sq.ft. (97.55 sq.m.) | 2 | 4 | 3+ | 2.0 | North-East | Under Construction | NaN | 1350.0 | 1050.0 | 1 | 0 | 0 | 0 | 0 | 1 | 58 |
| 9 | flat | raheja revanta | sector 78 | 4.75 | 16885.0 | 2813.0 | Built Up area: 2813 (261.34 sq.m.) | 3 | 3 | 2 | 31.0 | NaN | Undefined | NaN | 2813.0 | NaN | 0 | 1 | 0 | 0 | 0 | 1 | 100 |
| property_type | society | sector | price | price_per_sqft | area | areaWithType | bedRoom | bathroom | balcony | floorNum | facing | agePossession | super_built_up_area | built_up_area | carpet_area | study room | servant room | store room | pooja room | others | furnishing_type | luxury_score | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3794 | house | independent | sector 31 | 3.50 | 24155.0 | 1449.0 | Plot area 161(134.62 sq.m.) | 4 | 3 | 3 | 2.0 | South-West | Moderately Old | NaN | 1449.0 | NaN | 0 | 0 | 1 | 0 | 0 | 2 | 81 |
| 3795 | house | independent | sector 46 | 5.65 | 23870.0 | 2367.0 | Plot area 263(219.9 sq.m.) | 8 | 6 | 3+ | 3.0 | South-West | Moderately Old | NaN | 2367.0 | NaN | 0 | 1 | 0 | 0 | 0 | 2 | 67 |
| 3796 | house | independent | sector 46 | 3.55 | 24500.0 | 1449.0 | Plot area 161(134.62 sq.m.) | 5 | 4 | 3+ | 3.0 | North-West | Moderately Old | NaN | 1449.0 | NaN | 0 | 1 | 0 | 0 | 0 | 2 | 73 |
| 3797 | house | independent | sector 46 | 3.60 | 24845.0 | 1449.0 | Plot area 161(134.62 sq.m.) | 5 | 5 | 3+ | 3.0 | South-East | Moderately Old | NaN | 1449.0 | NaN | 0 | 1 | 0 | 0 | 0 | 2 | 75 |
| 3798 | house | independent | sector 55 | 3.10 | 20026.0 | 1548.0 | Plot area 172(143.81 sq.m.) | 5 | 4 | 3+ | 2.0 | North-East | Moderately Old | NaN | 1548.0 | NaN | 0 | 1 | 1 | 0 | 0 | 2 | 59 |
| 3799 | house | independent | sector 57 | 4.75 | 28787.0 | 1650.0 | Plot area 1600(148.64 sq.m.)Built Up area: 1700 sq.ft. (157.94 sq.m.)Carpet area: 1650 sq.ft. (153.29 sq.m.) | 3 | 3 | 3 | 2.0 | North-West | Moderately Old | NaN | 1700.0 | 1650.0 | 0 | 0 | 1 | 0 | 0 | 2 | 96 |
| 3800 | house | dlf city phase 1 | sector 26 | 5.50 | 30556.0 | 1800.0 | Plot area 200(167.23 sq.m.) | 4 | 4 | 3 | 2.0 | North-East | Moderately Old | NaN | 1800.0 | NaN | 1 | 1 | 0 | 1 | 0 | 1 | 69 |
| 3801 | house | dlf city plots phase 2 | sector 25 | 4.25 | 31481.0 | 1350.0 | Plot area 150(125.42 sq.m.) | 3 | 2 | 3 | 2.0 | North | Old Property | NaN | 1350.0 | NaN | 1 | 0 | 0 | 0 | 0 | 1 | 35 |
| 3802 | house | dlf city phase 1 | sector 26 | 4.50 | 33333.0 | 1350.0 | Plot area 150(125.42 sq.m.) | 3 | 3 | 2 | 2.0 | East | Moderately Old | NaN | 1350.0 | NaN | 1 | 1 | 0 | 0 | 0 | 1 | 70 |
| 3803 | house | dlf city phase 1 | sector 26 | 3.25 | 33129.0 | 981.0 | Plot area 109(91.14 sq.m.) | 3 | 3 | 3 | 2.0 | West | Old Property | NaN | 981.0 | NaN | 1 | 0 | 0 | 0 | 0 | 1 | 79 |